ISSN2320-2882
Impact Factor9.17
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ESTD2013
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Paper Title
GenAI Skill Gap Analyser and personalized learning path recommendation
Authors
M.Vamshi Vardhan , G. Aadhyan , K. Sai Ujwal , A. Dinesh , B. Mohan Raj
Keywords
Artificial Intelligence, Career Recommendation System, Skill Gap Analysis, Personalized Learning, Generative AI, FastAPI, PostgreSQL, Job Recommendation, Resume Analysis, Adaptive Quiz System, Learning Roadmap Generation, Proctoring System, Web-Based Application
Abstract
This paper proposes an intelligent Career Bridge Platform that bridges the gap between academic education and
industrial needs by offering personalized skill assessment, learning paths, and career recommendations. The architecture of the
platform is composed of a FastAPI backend with PostgreSQL database management for handling users' profile information, job
history, and technical knowledge. The proposed framework utilizes Google Gemini (Generative AI) to assess users' skills and
knowledge based on resume data, GitHub portfolio, LinkedIn profile, and eLearning records. From the assessment results, the Career
Bridge Platform offers adaptive technical quizzes and constructs a personalized learning roadmap consisting of Foundation,
Intermediate, and Advanced stages. The framework also incorporates the use of Adzuna Job Search API to offer users real-time job
recommendations based on their domain, competencies, and learning roadmap topics. A mixed job matching method that employs
both keyword matching rules and generative AI models to assign scores to candidates enhances the accuracy of job recommendation.
Some of the other innovative capabilities of this platform include project-based learning, follow-up quiz , performance analytics,
and remote proctoring.
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How To Cite
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IJCRT — journal style
"GenAI Skill Gap Analyser and personalized learning path recommendation", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 4, page no.h311-h321, April 2026, Available :https://ijcrt.org/papers/IJCRT2604855.pdf
APA — 7th edition
Vardhan, M. V., Aadhyan, G., Ujwal, K. S., Dinesh, A., & Raj, B. M. (2026). GenAI Skill Gap Analyser and personalized learning path recommendation. International Journal of Creative Research Thoughts, 14(4), h311-h321. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855
MLA — 9th edition
Vardhan, M.Vamshi, et al. "GenAI Skill Gap Analyser and personalized learning path recommendation." International Journal of Creative Research Thoughts, vol. 14, no. 4, 2026, pp. h311-h321, https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855.
Chicago — 17th, bibliography
Vardhan, M.Vamshi, et al. "GenAI Skill Gap Analyser and personalized learning path recommendation." International Journal of Creative Research Thoughts 14, no. 4 (2026): h311-h321. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855.
Harvard — author–date
Vardhan, M.V. et al. (2026) 'GenAI Skill Gap Analyser and personalized learning path recommendation', International Journal of Creative Research Thoughts, 14(4), pp. h311-h321. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855
IEEE — numbered reference
M. V. Vardhan, G. Aadhyan, K. S. Ujwal, A. Dinesh and B. M. Raj, "GenAI Skill Gap Analyser and personalized learning path recommendation," IJCRT, vol. 14, no. 4, pp. h311-h321, Apr. 2026.
Vancouver — biomedical
Vardhan MV, Aadhyan G, Ujwal KS, Dinesh A, Raj BM. GenAI Skill Gap Analyser and personalized learning path recommendation. IJCRT. 2026 Apr;14(4):h311-h321.
AMA — 11th edition
Vardhan MV, Aadhyan G, Ujwal KS, Dinesh A, Raj BM. GenAI Skill Gap Analyser and personalized learning path recommendation. IJCRT. 2026;14(4):h311-h321. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2604855,
author = {M.Vamshi Vardhan and G. Aadhyan and K. Sai Ujwal and A. Dinesh and B. Mohan Raj},
title = {GenAI Skill Gap Analyser and personalized learning path recommendation},
journal = {International Journal of Creative Research Thoughts},
volume = {14},
number = {4},
pages = {h311-h321},
year = {2026},
month = {April},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Vardhan, M.Vamshi
AU - Aadhyan, G.
AU - Ujwal, K. Sai
AU - Dinesh, A.
AU - Raj, B. Mohan
TI - GenAI Skill Gap Analyser and personalized learning path recommendation
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 14
IS - 4
PY - 2026
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855
SP - h311-h321
ER -
Issue
Volume 14 Issue 4,
April-2026
Pages : h311-h321
Article Information
- Pages
- h311-h321
- Published
- April 2026
- Registration ID
- IJCRT_305925
- Published Paper ID
- IJCRT2604855
- Research Area
- Science and Technology
- Author Type
- Indian Author
- Location
- hyderabad, Telangana, India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 214
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT2604855
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT2604855.pdf
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International Journal of Creative Research Thoughts
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2320-2882
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